1 code implementation • NeurIPS Workshop TDA_and_Beyond 2020 • Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Wojciech Reise, Anibal Medina-Mardones, Alberto Dassatti, Kathryn Hess
We introduce giotto-tda, a Python library that integrates high-performance topological data analysis with machine learning via a scikit-learn-compatible API and state-of-the-art C++ implementations.
no code implementations • 18 Oct 2019 • Adélie Garin, Guillaume Tauzin
We present a way to use Topological Data Analysis (TDA) for machine learning tasks on grayscale images.